Improved Missing Stream Data Interpolation Algorithm

ZHANG Zhou-feng; ZHANG Lei; WANG Zhi-chao

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Improved Missing Stream Data Interpolation Algorithm

更新时间：2026-09-04

- Improved Missing Stream Data Interpolation Algorithm
- Vol. 29, Issue 3, Pages: 55-59(2012)
- 作者机构：
  
  1. 1 中国矿业大学计算机学院,江苏,徐州,221116
  2. 2 潞安集团技术中心,山西,长治,046204
- 作者简介：
- 基金信息：
- DOI：
  CLC：
- Published：2012
- 稿件说明：
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张宙锋, 张磊, 王志超. 改进的数据流缺失数据处理算法[J]. 微电子学与计算机, 2012, 29(3): 55-59.

ZHANG Zhou-feng, ZHANG Lei, WANG Zhi-chao. Improved Missing Stream Data Interpolation Algorithm[J]. 2012, 29(3): 55-59.
张宙锋, 张磊, 王志超. 改进的数据流缺失数据处理算法[J]. 微电子学与计算机, 2012, 29(3): 55-59. DOI：

ZHANG Zhou-feng, ZHANG Lei, WANG Zhi-chao. Improved Missing Stream Data Interpolation Algorithm[J]. 2012, 29(3): 55-59. DOI：

摘要

数据流预处理主要是在原始观测数据的基础上进行

包括对原始监测到的数据集中的缺失数据进行插补或剔除

是数据流预测过程中一个重要性环节

是数据流应用中必不可少的组成部分.数据流预处理技术可以改进监测数据流的质量

从而有助于提高其后的处理过程的精度和性能.

Abstract

The preprocessing of data stream is mainly carried out on the raw data

including interpolating the missing data and excluding the useless data on the monitoring original data set.It is an important and essential part on the data stream preprocessing.Data stream preprocessing can improve the quality of monitoring data stream

and can improve the accuracy and performance of the subsequent processing.

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Related Institution

Department of Automation College, NorthWestern Polytechnical University

School of Computer Science and Technology, China University of Mining and Technology

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